{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "scrolled": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "------------------------------\n",
      "首个交易日：\t2009.04.02 09:12\n",
      "最后交易日：\t2009.12.30 14:58\n",
      "总交易日：\t36\n",
      "盈利交易日：\t26\n",
      "亏损交易日：\t7\n",
      "起始资金：\t200,000.00\n",
      "结束资金：\t1,201,800.00\n",
      "总收益率：\t500.90%\n",
      "年化收益：\t3,339.33%\n",
      "最大回撤: \t-12,000.00\n",
      "百分比最大回撤: -2.98%\n",
      "总盈亏：\t1,001,800.00\n",
      "日均盈亏：\t27,827.78\n",
      "日均收益率：\t4.87%\n",
      "收益标准差：\t8.20%\n",
      "夏普比率：\t9.21\n",
      "收益回撤比：\t168.09\n"
     ]
    },
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1080x1512 with 4 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "import ft2\n",
    "file=r'E:\\FENG临摹\\RB2009临摹3.xlsx'\n",
    "\n",
    "ft2.backtesting(file)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.2"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
